Author

Dingyang Wu

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Preprint Aug 2026

MolecularCanvas: LLM-assisted Small-Molecule Drug Discovery via Structure-Guided Constraints

MolecularCanvas is an interactive system that enables users to iteratively construct an optimization context by integrating high-level goals, structure-level annotations, property constraints, and reference-based preferences that guides the generation of candidate molecules across diverse molecular structures.

Haoyu Dong, Rui Sheng, Shuhao Zhang et al. · 0 citations

Preprint Aug 2026

LitTraceQA: A Benchmark for Multi-Stage Grounding and Verification in Scientific Question Answering

By evaluating paper retrieval, evidence grounding, and answer accuracy separately, LitTraceQA provides a testbed for scientific QA systems that produce verifiable answers rather than unsupported summaries.

Xuye Liu, Yimu Wang, Peng Shi et al. · 0 citations